计算智能在机械设备故障诊断中的应用

Application of Computational Intelligence to Fault Diagnosis of Machinery

智能诊断是目前故障诊断领域研究的主要方向之一。阐述了传统人工智能与计算智能的基本概念以及分别应用二者进行故障诊断的基本原理和优缺点。介绍了计算智能理论 ,包括神经网络、模糊理论、模糊神经网络、遗传算法和粗糙集理论等 。

Intelligent diagnosis is one of the tendencies of fault diagnosis. In this paper, artificial intelligence and computational intelligence, and their advantages or disadvantages in applications to fault diagnosis, are introduced. The applications of theories related to computational intelligence, such as neural networks, fuzzy sets, fuzzy neural networks, genetic algorithm, and rough sets are summarized.